Privacy-Preserving Outlier Detection with High Efficiency over Distributed Datasets.
Guanghong LuChunhui DuanGuohao ZhouXuan DingYunhao LiuPublished in: INFOCOM (2021)
Keyphrases
- privacy preserving
- high efficiency
- outlier detection
- high dimensional datasets
- distance based outlier detection
- horizontally partitioned data
- horizontally partitioned
- multi party
- density based clustering
- partitioned data
- distributed data mining
- privacy sensitive
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- high accuracy
- detection algorithm
- fraud detection
- data privacy
- secure multiparty computation
- privacy guarantees
- detecting outliers
- knowledge discovery
- data streams
- sensitive information
- categorical data
- distributed environment
- detect outliers
- peer to peer
- privacy concerns
- private information
- density estimation
- record linkage
- privacy issues
- high dimensional
- preserving privacy
- differential privacy
- data sets
- decision trees
- databases